I built a visual, MLOps tool (Skyulf)

Show HN: I built a visual, MLOps tool (Skyulf)

I built a visual, MLOps tool (Skyulf) is a business in show hn launch.

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Hi HN,I built Skyulf because I kept encountering two specific problems that existing tools (like MLflow or standard Scikit-learn pipes) didn't quite solve for me: silent data leakage and monolithic pickles.## The Problems1. Data Leakage is Silent: You compute mean imputation on the full dataset, then split. Your model looks great in dev but fails in production. It happens to the best of us.2. Deployment Hell (The Pickle Problem): Standard pipelines pickle everything data schema, logic, and 3rd party library versions into one opaque blob. To run a simple inference, you need the same heavy environment used for training.## The Solution: Distinct Calculator & ApplierSkyulf enforces a strict sepa

Within the show hn launch space, the company focuses on its core offering rather than a broad product line.

The company is listed at the Show HN launch stage of development.

Website: www.skyulf.com